Benchmark Library — The Intractable Decathlon

Quantum Optimization
Benchmarking Library

A curated suite of ten challenging optimization problem classes, designed to enable fair, reproducible, and meaningful benchmarks for quantum and classical optimization methods alike.


10
Problem Classes
1,264
Total Instances
533
Optimally Solved (any)
2,798
Submissions

Contributing Organizations 24 organizations

Contribute results

Submit a solution

Have a better bound, a new feasible solution, a quantum run, or a useful negative result? QOBLIB accepts benchmark submissions by pull request using the canonical summary CSV template.


Complexity Landscape
Scatter plot of MIP benchmark instances by number of variables (log scale, horizontal) and constraint density (log scale, vertical), coloured by problem class. 554 of 925 instances plotted are solved to optimality.101001,00010,0001e51e61e-61e-51e-41e-30.010.11Number of variables (log)Density (log)ms_03_050_002 · Market Splitms_03_050_005 · Market Splitms_03_050_007 · Market Splitms_03_050_009 · Market Splitms_03_100_001 · Market Splitms_03_100_012 · Market Splitms_03_100_019 · Market Splitms_03_100_022 · Market Splitms_03_200_050 · Market Splitms_03_200_068 · Market Splitms_03_200_161 · Market Splitms_03_200_177 · Market Splitms_04_050_001 · Market Splitms_04_050_003 · Market Splitms_04_050_004 · Market Splitms_04_050_005 · Market Splitms_04_100_003 · Market Splitms_04_100_009 · Market Splitms_04_100_013 · Market Splitms_04_100_015 · Market Splitms_04_200_030 · Market Splitms_04_200_150 · Market Splitms_04_200_174 · Market Splitms_04_200_176 · Market Splitms_05_050_001 · Market Splitms_05_050_002 · Market Splitms_05_050_003 · Market Splitms_05_050_004 · Market Splitms_05_100_003 · Market Splitms_05_100_006 · Market Splitms_05_100_013 · Market Splitms_05_100_015 · Market Splitms_05_200_070 · Market Splitms_05_200_095 · Market Splitms_05_200_180 · Market Splitms_05_200_199 · Market Splitms_06_050_001 · Market Splitms_06_050_002 · Market Splitms_06_050_003 · Market Splitms_06_050_004 · Market Splitms_06_100_002 · Market Splitms_06_100_003 · Market Splitms_06_100_005 · Market Splitms_06_100_010 · Market Splitms_06_200_077 · Market Splitms_06_200_104 · Market Splitms_06_200_240 · Market Splitms_06_200_289 · Market Splitms_07_050_001 · Market Splitms_07_050_002 · Market Splitms_07_050_003 · Market Splitms_07_050_004 · Market Splitms_07_100_002 · Market Splitms_07_100_003 · Market Splitms_07_100_005 · Market Splitms_07_100_006 · Market Splitms_07_200_248 · Market Splitms_07_200_370 · Market Splitms_07_200_398 · Market Splitms_07_200_500 · Market Splitms_08_050_000 · Market Splitms_08_050_001 · Market Splitms_08_050_002 · Market Splitms_08_050_003 · Market Splitms_08_100_000 · Market Splitms_08_100_001 · Market Splitms_08_100_002 · Market Splitms_08_100_003 · Market Splitms_08_200_000 · Market Splitms_08_200_001 · Market Splitms_08_200_002 · Market Splitms_08_200_003 · Market Splitms_09_050_000 · Market Splitms_09_050_001 · Market Splitms_09_050_002 · Market Splitms_09_050_003 · Market Splitms_09_100_000 · Market Splitms_09_100_001 · Market Splitms_09_100_002 · Market Splitms_09_100_003 · Market Splitms_09_200_000 · Market Splitms_09_200_001 · Market Splitms_09_200_002 · Market Splitms_09_200_003 · Market Splitms_10_050_000 · Market Splitms_10_050_001 · Market Splitms_10_050_002 · Market Splitms_10_050_003 · Market Splitms_10_100_000 · Market Splitms_10_100_001 · Market Splitms_10_100_002 · Market Splitms_10_100_003 · Market Splitms_10_200_000 · Market Splitms_10_200_001 · Market Splitms_10_200_002 · Market Splitms_10_200_003 · Market Splitms_11_050_000 · Market Splitms_11_050_001 · Market Splitms_11_050_002 · Market Splitms_11_050_003 · Market Splitms_11_100_000 · Market Splitms_11_100_001 · Market Splitms_11_100_002 · Market Splitms_11_100_003 · Market Splitms_11_200_000 · Market Splitms_11_200_001 · Market Splitms_11_200_002 · Market Splitms_11_200_003 · Market Splitms_12_050_000 · Market Splitms_12_050_001 · Market Splitms_12_050_002 · Market Splitms_12_050_003 · Market Splitms_12_100_000 · Market Splitms_12_100_001 · Market Splitms_12_100_002 · Market Splitms_12_100_003 · Market Splitms_12_200_000 · Market Splitms_12_200_001 · Market Splitms_12_200_002 · Market Splitms_12_200_003 · Market Splitms_13_050_000 · Market Splitms_13_050_001 · Market Splitms_13_050_002 · Market Splitms_13_050_003 · Market Splitms_13_100_000 · Market Splitms_13_100_001 · Market Splitms_13_100_002 · Market Splitms_13_100_003 · Market Splitms_13_200_000 · Market Splitms_13_200_001 · Market Splitms_13_200_002 · Market Splitms_13_200_003 · Market Splitms_14_050_000 · Market Splitms_14_050_001 · Market Splitms_14_050_002 · Market Splitms_14_050_003 · Market Splitms_14_100_000 · Market Splitms_14_100_001 · Market Splitms_14_100_002 · Market Splitms_14_100_003 · Market Splitms_14_200_000 · Market Splitms_14_200_001 · Market Splitms_14_200_002 · Market Splitms_14_200_003 · Market Splitms_15_050_000 · Market Splitms_15_050_001 · Market Splitms_15_050_002 · Market Splitms_15_050_003 · Market Splitms_15_100_000 · Market Splitms_15_100_001 · Market Splitms_15_100_002 · Market Splitms_15_100_003 · Market Splitms_15_200_000 · Market Splitms_15_200_001 · Market Splitms_15_200_002 · Market Splitms_15_200_003 · Market Splitlabs002 · LABSlabs003 · LABSlabs004 · LABSlabs005 · LABSlabs006 · LABSlabs007 · LABSlabs008 · LABSlabs009 · LABSlabs010 · LABSlabs011 · LABSlabs012 · LABSlabs013 · LABSlabs014 · LABSlabs015 · LABSlabs016 · LABSlabs017 · LABSlabs018 · LABSlabs019 · LABSlabs020 · LABSlabs021 · LABSlabs022 · LABSlabs023 · LABSlabs024 · LABSlabs025 · LABSlabs026 · LABSlabs027 · LABSlabs028 · LABSlabs029 · LABSlabs030 · LABSlabs031 · LABSlabs032 · LABSlabs033 · LABSlabs034 · LABSlabs035 · LABSlabs036 · LABSlabs037 · LABSlabs038 · LABSlabs039 · LABSlabs040 · LABSlabs041 · LABSlabs042 · LABSlabs043 · LABSlabs044 · LABSlabs045 · LABSlabs046 · LABSlabs047 · LABSlabs048 · LABSlabs049 · LABSlabs050 · LABSlabs051 · LABSlabs052 · LABSlabs053 · LABSlabs054 · LABSlabs055 · LABSlabs056 · LABSlabs057 · LABSlabs058 · LABSlabs059 · LABSlabs060 · LABSlabs061 · LABSlabs062 · LABSlabs063 · LABSlabs064 · LABSlabs065 · LABSlabs066 · LABSlabs067 · LABSlabs068 · LABSlabs069 · LABSlabs070 · LABSlabs071 · LABSlabs072 · LABSlabs073 · LABSlabs074 · LABSlabs075 · LABSlabs076 · LABSlabs077 · LABSlabs078 · LABSlabs079 · LABSlabs080 · LABSlabs081 · LABSlabs082 · LABSlabs083 · LABSlabs084 · LABSlabs085 · LABSlabs086 · LABSlabs087 · LABSlabs088 · LABSlabs089 · LABSlabs090 · LABSlabs091 · LABSlabs092 · LABSlabs093 · LABSlabs094 · LABSlabs095 · LABSlabs096 · LABSlabs097 · LABSlabs098 · LABSlabs099 · LABSlabs100 · LABSB3_3_1 · Min. Birkhoff DecompositionB3_3_10 · Min. Birkhoff DecompositionB3_3_2 · Min. Birkhoff DecompositionB3_3_3 · Min. Birkhoff DecompositionB3_3_4 · Min. Birkhoff DecompositionB3_3_5 · Min. Birkhoff DecompositionB3_3_6 · Min. Birkhoff DecompositionB3_3_7 · Min. Birkhoff DecompositionB3_3_8 · Min. Birkhoff DecompositionB3_3_9 · Min. Birkhoff DecompositionB3_9_1 · Min. Birkhoff DecompositionB3_9_10 · Min. Birkhoff DecompositionB3_9_2 · Min. Birkhoff DecompositionB3_9_3 · Min. Birkhoff DecompositionB3_9_4 · Min. Birkhoff DecompositionB3_9_5 · Min. Birkhoff DecompositionB3_9_6 · Min. Birkhoff DecompositionB3_9_7 · Min. Birkhoff DecompositionB3_9_8 · Min. Birkhoff DecompositionB3_9_9 · Min. Birkhoff DecompositionB4_16_1 · Min. Birkhoff DecompositionB4_16_10 · Min. Birkhoff DecompositionB4_16_2 · Min. Birkhoff DecompositionB4_16_3 · Min. Birkhoff DecompositionB4_16_4 · Min. Birkhoff DecompositionB4_16_5 · Min. Birkhoff DecompositionB4_16_6 · Min. Birkhoff DecompositionB4_16_7 · Min. Birkhoff DecompositionB4_16_8 · Min. Birkhoff DecompositionB4_16_9 · Min. Birkhoff DecompositionB4_4_1 · Min. Birkhoff DecompositionB4_4_10 · Min. Birkhoff DecompositionB4_4_2 · Min. Birkhoff DecompositionB4_4_3 · Min. Birkhoff DecompositionB4_4_4 · Min. Birkhoff DecompositionB4_4_5 · Min. Birkhoff DecompositionB4_4_6 · Min. Birkhoff DecompositionB4_4_7 · Min. Birkhoff DecompositionB4_4_8 · Min. Birkhoff DecompositionB4_4_9 · Min. Birkhoff DecompositionB5_25_1 · Min. Birkhoff DecompositionB5_25_10 · Min. Birkhoff DecompositionB5_25_2 · Min. Birkhoff DecompositionB5_25_3 · Min. Birkhoff DecompositionB5_25_4 · Min. Birkhoff DecompositionB5_25_5 · Min. Birkhoff DecompositionB5_25_6 · Min. Birkhoff DecompositionB5_25_7 · Min. Birkhoff DecompositionB5_25_8 · Min. Birkhoff DecompositionB5_25_9 · Min. Birkhoff DecompositionB5_5_1 · Min. Birkhoff DecompositionB5_5_10 · Min. Birkhoff DecompositionB5_5_2 · Min. Birkhoff DecompositionB5_5_3 · Min. Birkhoff DecompositionB5_5_4 · Min. Birkhoff DecompositionB5_5_5 · Min. Birkhoff DecompositionB5_5_6 · Min. Birkhoff DecompositionB5_5_7 · Min. Birkhoff DecompositionB5_5_8 · Min. Birkhoff DecompositionB5_5_9 · Min. Birkhoff DecompositionB6_36_1 · Min. Birkhoff DecompositionB6_36_10 · Min. Birkhoff DecompositionB6_36_2 · Min. Birkhoff DecompositionB6_36_3 · Min. Birkhoff DecompositionB6_36_4 · Min. Birkhoff DecompositionB6_36_5 · Min. Birkhoff DecompositionB6_36_6 · Min. Birkhoff DecompositionB6_36_7 · Min. Birkhoff DecompositionB6_36_8 · Min. Birkhoff DecompositionB6_36_9 · Min. Birkhoff DecompositionB6_6_1 · Min. Birkhoff DecompositionB6_6_10 · Min. Birkhoff DecompositionB6_6_2 · Min. Birkhoff DecompositionB6_6_3 · Min. Birkhoff DecompositionB6_6_4 · Min. Birkhoff DecompositionB6_6_5 · Min. Birkhoff DecompositionB6_6_6 · Min. Birkhoff DecompositionB6_6_7 · Min. Birkhoff DecompositionB6_6_8 · Min. Birkhoff DecompositionB6_6_9 · Min. Birkhoff Decompositionstp_s003_l1_t2_h3_rs24098 · Steiner Tree Packingstp_s003_l1_t2_h5_rs24098 · Steiner Tree Packingstp_s003_l1_t2_h0_rs97531 · Steiner Tree Packingstp_s003_l1_t3_h1_rs24098 · Steiner Tree Packingstp_s004_l1_t2_h4_rs37235 · Steiner Tree Packingstp_s004_l1_t3_h3_rs97531 · Steiner Tree Packingstp_s003_l2_t2_h5_rs37235 · Steiner Tree Packingstp_s003_l2_t2_h4_rs24098 · Steiner Tree Packingstp_s004_l1_t3_h3_rs24098 · Steiner Tree Packingstp_s003_l1_t3_h0_rs24098 · Steiner Tree Packingstp_s020_l2_t3_h2_rs24098 · Steiner Tree Packingstp_s020_l2_t4_h3_rs37235 · Steiner Tree Packingstp_s020_l2_t4_h0_rs24098 · Steiner Tree Packingstp_s020_l5_t4_h3_rs97531 · Steiner Tree Packingstp_s020_l2_t3_h3_rs97531 · Steiner Tree Packingstp_s020_l3_t4_h3_rs97531 · Steiner Tree Packingstp_s020_l3_t4_h2_rs97531 · Steiner Tree Packingstp_s020_l4_t4_h3_rs37235 · Steiner Tree Packingstp_s020_l3_t3_h2_rs24098 · Steiner Tree Packingstp_s020_l4_t4_h0_rs24098 · Steiner Tree Packingstp_s020_l3_t4_h0_rs24098 · Steiner Tree Packingstp_s030_l3_t4_h0_rs24098 · Steiner Tree Packingstp_s030_l2_t4_h2_rs97531 · Steiner Tree Packingstp_s020_l5_t3_h3_rs24098 · Steiner Tree Packingstp_s030_l2_t3_h1_rs97531 · Steiner Tree Packingstp_s030_l2_t3_h3_rs97531 · Steiner Tree Packingstp_s030_l2_t5_h1_rs24098 · Steiner Tree Packingstp_s020_l4_t3_h3_rs37235 · Steiner Tree Packingstp_s020_l5_t4_h0_rs24098 · Steiner Tree Packingstp_s030_l3_t3_h2_rs97531 · Steiner Tree Packingstp_s030_l3_t3_h1_rs97531 · Steiner Tree Packingstp_s040_l2_t4_h3_rs123 · Steiner Tree Packingstp_s040_l2_t3_h0_rs97531 · Steiner Tree Packingstp_s040_l2_t3_h2_rs24098 · Steiner Tree Packingstp_s030_l3_t5_h1_rs24098 · Steiner Tree Packingstp_s030_l4_t3_h1_rs97531 · Steiner Tree Packingstp_s040_l2_t4_h0_rs97531 · Steiner Tree Packingstp_s050_l2_t3_h3_rs24098 · Steiner Tree Packingstp_s030_l4_t4_h2_rs97531 · Steiner Tree Packingstp_s030_l5_t3_h1_rs97531 · Steiner Tree Packingstp_s050_l2_t3_h1_rs97531 · Steiner Tree Packingstp_s040_l3_t4_h1_rs24098 · Steiner Tree Packingstp_s050_l3_t6_h2_rs97531 · Steiner Tree Packingstp_s030_l4_t4_h0_rs97531 · Steiner Tree Packingstp_s040_l3_t3_h0_rs97531 · Steiner Tree Packingstp_s030_l5_t4_h0_rs24098 · Steiner Tree Packingstp_s050_l2_t4_h1_rs97531 · Steiner Tree Packingstp_s050_l2_t4_h3_rs24098 · Steiner Tree Packingstp_s050_l2_t4_h0_rs24098 · Steiner Tree Packingstp_s040_l3_t4_h0_rs97531 · Steiner Tree Packingstp_s040_l4_t3_h0_rs97531 · Steiner Tree Packingstp_s050_l2_t5_h1_rs97531 · Steiner Tree Packingstp_s040_l4_t4_h1_rs24098 · Steiner Tree Packingstp_s040_l4_t4_h0_rs123 · Steiner Tree Packingstp_s050_l3_t4_h2_rs123 · Steiner Tree Packingstp_s040_l5_t3_h0_rs97531 · Steiner Tree Packingstp_s040_l4_t4_h0_rs97531 · Steiner Tree Packingstp_s050_l3_t4_h2_rs24098 · Steiner Tree Packingstp_s050_l3_t3_h3_rs24098 · Steiner Tree Packingstp_s040_l5_t4_h1_rs24098 · Steiner Tree Packingstp_s050_l4_t4_h2_rs123 · Steiner Tree Packingstp_s050_l3_t4_h0_rs123 · Steiner Tree Packingstp_s050_l3_t4_h0_rs24098 · Steiner Tree Packingstp_s040_l5_t4_h0_rs24098 · Steiner Tree Packingstp_s040_l4_t5_h0_rs24098 · Steiner Tree Packingstp_s050_l3_t5_h1_rs97531 · Steiner Tree Packingstp_s050_l4_t4_h2_rs24098 · Steiner Tree Packingstp_s040_l5_t5_h0_rs24098 · Steiner Tree Packingstp_s050_l5_t4_h0_rs97531 · Steiner Tree Packingstp_s050_l5_t4_h2_rs97531 · Steiner Tree Packingstp_s050_l4_t5_h0_rs97531 · Steiner Tree Packingstp_s050_l4_t4_h0_rs123 · Steiner Tree PackingAddition_000_Tiny · Sports Tournament SchedulingAddition_003_Tiny · Sports Tournament SchedulingAddition_005_Tiny · Sports Tournament SchedulingAddition_007_Tiny · Sports Tournament SchedulingAddition_015_Tiny · Sports Tournament SchedulingAddition_016_Tiny · Sports Tournament SchedulingAddition_018_Tiny · Sports Tournament SchedulingAddition_020_Tiny · Sports Tournament SchedulingAddition_024_Tiny · Sports Tournament SchedulingAddition_025_Tiny · Sports Tournament SchedulingAddition_027_Tiny · Sports Tournament SchedulingAddition_028_Tiny · Sports Tournament SchedulingAddition_029_Tiny · Sports Tournament SchedulingAddition_030_Tiny · Sports Tournament SchedulingAddition_032_Tiny · Sports Tournament SchedulingAddition_034_Tiny · Sports Tournament SchedulingAddition_035_Tiny · Sports Tournament SchedulingAddition_043_Tiny · Sports Tournament SchedulingAddition_044_Tiny · Sports Tournament SchedulingAddition_046_Tiny · Sports Tournament SchedulingAddition_047_Tiny · Sports Tournament SchedulingAddition_048_Tiny · Sports Tournament SchedulingAddition_050_Tiny · Sports Tournament SchedulingAddition_052_Tiny · Sports Tournament SchedulingAddition_064_Tiny · Sports Tournament SchedulingAddition_066_Tiny · Sports Tournament SchedulingAddition_067_Tiny · Sports Tournament SchedulingAddition_068_Tiny · Sports Tournament SchedulingAddition_069_Tiny · Sports Tournament SchedulingAddition_070_Tiny · Sports Tournament SchedulingAddition_082_Tiny · Sports Tournament SchedulingAddition_083_Tiny · Sports Tournament SchedulingAddition_085_Tiny · Sports Tournament SchedulingAddition_090_Tiny · Sports Tournament SchedulingAddition_100_Tiny · Sports Tournament SchedulingAddition_104_Tiny · Sports Tournament SchedulingAddition_105_Tiny · Sports Tournament SchedulingAddition_107_Tiny · Sports Tournament SchedulingAddition_109_Tiny · Sports Tournament SchedulingAddition_110_Tiny · Sports Tournament SchedulingAddition_111_Tiny · Sports Tournament SchedulingAddition_128_Tiny · Sports Tournament SchedulingAddition_129_Tiny · Sports Tournament SchedulingAddition_130_Tiny · Sports Tournament SchedulingAddition_132_Tiny · Sports Tournament SchedulingAddition_133_Tiny · Sports Tournament SchedulingAddition_152_Tiny · Sports Tournament SchedulingEarly_005_Tiny · Sports Tournament SchedulingEarly_010_Tiny · Sports Tournament SchedulingLate_005_Tiny · Sports Tournament SchedulingMiddle_002_Tiny · Sports Tournament SchedulingAddition_000_Small · Sports Tournament SchedulingAddition_003_Small · Sports Tournament SchedulingAddition_005_Small · Sports Tournament SchedulingAddition_007_Small · Sports Tournament SchedulingAddition_015_Small · Sports Tournament SchedulingAddition_016_Small · Sports Tournament SchedulingAddition_018_Small · Sports Tournament SchedulingAddition_020_Small · Sports Tournament SchedulingAddition_024_Small · Sports Tournament SchedulingAddition_025_Small · Sports Tournament SchedulingAddition_027_Small · Sports Tournament SchedulingAddition_028_Small · Sports Tournament SchedulingAddition_029_Small · Sports Tournament SchedulingAddition_030_Small · Sports Tournament SchedulingAddition_032_Small · Sports Tournament SchedulingAddition_034_Small · Sports Tournament SchedulingAddition_035_Small · Sports Tournament SchedulingAddition_043_Small · Sports Tournament SchedulingAddition_044_Small · Sports Tournament SchedulingAddition_046_Small · Sports Tournament SchedulingAddition_047_Small · Sports Tournament SchedulingAddition_048_Small · Sports Tournament 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SchedulingAddition_003_NoSoft · Sports Tournament SchedulingAddition_007_NoSoft · Sports Tournament SchedulingAddition_015_NoSoft · Sports Tournament SchedulingAddition_020_NoSoft · Sports Tournament SchedulingAddition_025_NoSoft · Sports Tournament SchedulingAddition_032_NoSoft · Sports Tournament SchedulingAddition_035_NoSoft · Sports Tournament SchedulingAddition_043_NoSoft · Sports Tournament SchedulingAddition_044_NoSoft · Sports Tournament SchedulingAddition_046_NoSoft · Sports Tournament SchedulingAddition_048_NoSoft · Sports Tournament SchedulingAddition_052_NoSoft · Sports Tournament SchedulingAddition_069_NoSoft · Sports Tournament SchedulingAddition_070_NoSoft · Sports Tournament SchedulingAddition_085_NoSoft · Sports Tournament SchedulingAddition_104_NoSoft · Sports Tournament SchedulingAddition_105_NoSoft · Sports Tournament SchedulingAddition_107_NoSoft · Sports Tournament SchedulingAddition_109_NoSoft · Sports Tournament SchedulingAddition_110_NoSoft · Sports Tournament SchedulingAddition_128_NoSoft · Sports Tournament SchedulingAddition_129_NoSoft · Sports Tournament SchedulingAddition_132_NoSoft · Sports Tournament SchedulingAddition_152_NoSoft · Sports Tournament SchedulingITC2021_Late_02 · Sports Tournament SchedulingITC2021_Middle_01 · Sports Tournament SchedulingITC2021_Middle_02 · Sports Tournament SchedulingMiddle_002_NoSoft · Sports Tournament SchedulingITC2021_Early_01 · Sports Tournament SchedulingITC2021_Early_02 · Sports Tournament SchedulingITC2021_Early_03 · Sports Tournament SchedulingITC2021_Late_01 · Sports Tournament SchedulingITC2021_Late_03 · Sports Tournament SchedulingITC2021_Middle_03 · Sports Tournament SchedulingAddition_005_NoSoft · Sports Tournament SchedulingAddition_024_NoSoft · Sports Tournament SchedulingAddition_027_NoSoft · Sports Tournament SchedulingAddition_030_NoSoft · Sports Tournament SchedulingAddition_034_NoSoft · Sports Tournament SchedulingAddition_047_NoSoft · Sports Tournament SchedulingAddition_064_NoSoft · Sports Tournament SchedulingAddition_066_NoSoft · Sports Tournament SchedulingAddition_067_NoSoft · Sports Tournament SchedulingAddition_068_NoSoft · Sports Tournament SchedulingAddition_082_NoSoft · Sports Tournament SchedulingAddition_083_NoSoft · Sports Tournament SchedulingAddition_100_NoSoft · Sports Tournament SchedulingAddition_133_NoSoft · Sports Tournament SchedulingEarly_005_NoSoft · Sports Tournament SchedulingITC2021_Early_04 · Sports Tournament SchedulingITC2021_Early_05 · Sports Tournament SchedulingITC2021_Early_07 · Sports Tournament SchedulingITC2021_Late_04 · Sports Tournament SchedulingITC2021_Late_06 · Sports Tournament SchedulingITC2021_Late_07 · Sports Tournament SchedulingITC2021_Late_08 · Sports Tournament SchedulingITC2021_Middle_04 · Sports Tournament SchedulingITC2021_Middle_06 · Sports Tournament SchedulingITC2021_Middle_07 · Sports Tournament SchedulingITC2021_Middle_08 · Sports Tournament SchedulingLate_005_NoSoft · Sports Tournament SchedulingITC2021_Early_06 · Sports Tournament SchedulingITC2021_Early_08 · Sports Tournament SchedulingITC2021_Early_09 · Sports Tournament SchedulingITC2021_Late_05 · Sports Tournament SchedulingITC2021_Late_09 · Sports Tournament SchedulingITC2021_Middle_05 · Sports Tournament SchedulingITC2021_Middle_09 · Sports Tournament SchedulingAddition_000_NoSoft · Sports Tournament SchedulingAddition_016_NoSoft · Sports Tournament SchedulingAddition_018_NoSoft · Sports Tournament SchedulingAddition_028_NoSoft · Sports Tournament SchedulingAddition_029_NoSoft · Sports Tournament SchedulingAddition_050_NoSoft · Sports Tournament SchedulingAddition_090_NoSoft · Sports Tournament SchedulingAddition_111_NoSoft · Sports Tournament SchedulingAddition_130_NoSoft · Sports Tournament SchedulingEarly_010_NoSoft · Sports Tournament SchedulingITC2021_Early_10 · Sports Tournament SchedulingITC2021_Early_11 · Sports Tournament SchedulingITC2021_Early_12 · Sports Tournament SchedulingITC2021_Early_13 · Sports Tournament SchedulingITC2021_Late_10 · Sports Tournament SchedulingITC2021_Late_12 · Sports Tournament SchedulingITC2021_Middle_10 · Sports Tournament SchedulingITC2021_Middle_13 · Sports Tournament SchedulingITC2021_Middle_15 · Sports Tournament SchedulingITC2021_Early_14 · Sports Tournament SchedulingITC2021_Early_15 · Sports Tournament SchedulingITC2021_Late_11 · Sports Tournament SchedulingITC2021_Late_13 · Sports Tournament SchedulingITC2021_Late_14 · Sports Tournament SchedulingITC2021_Late_15 · Sports Tournament SchedulingITC2021_Middle_11 · Sports Tournament SchedulingITC2021_Middle_12 · Sports Tournament SchedulingITC2021_Middle_14 · Sports Tournament Schedulinga010_t10_orig_b004_l0 · Portfolio Optimizationa010_t10_orig_b004_l1e-02 · Portfolio Optimizationa010_t10_orig_b004_l1e-03 · Portfolio Optimizationa010_t10_orig_b004_l1e-04 · Portfolio Optimizationa010_t10_orig_b004_l1e-05 · Portfolio Optimizationa010_t10_orig_b004_l1e-06 · Portfolio Optimizationa010_t10_orig_b004_l5e-04 · Portfolio Optimizationa010_t10_orig_b004_l5e-05 · Portfolio Optimizationa010_t10_s00_b004_l0 · Portfolio Optimizationa010_t10_s00_b004_l1e-02 · Portfolio Optimizationa010_t10_s00_b004_l1e-03 · Portfolio Optimizationa010_t10_s00_b004_l1e-04 · Portfolio Optimizationa010_t10_s00_b004_l1e-05 · Portfolio Optimizationa010_t10_s00_b004_l1e-06 · Portfolio Optimizationa010_t10_s00_b004_l5e-04 · Portfolio Optimizationa010_t10_s00_b004_l5e-05 · Portfolio Optimizationa010_t10_s01_b004_l0 · Portfolio Optimizationa010_t10_s01_b004_l1e-02 · Portfolio Optimizationa010_t10_s01_b004_l1e-03 · Portfolio Optimizationa010_t10_s01_b004_l1e-04 · Portfolio Optimizationa010_t10_s01_b004_l1e-05 · Portfolio Optimizationa010_t10_s01_b004_l1e-06 · Portfolio Optimizationa010_t10_s01_b004_l5e-04 · Portfolio Optimizationa010_t10_s01_b004_l5e-05 · Portfolio Optimizationa010_t10_s02_b004_l0 · Portfolio Optimizationa010_t10_s02_b004_l1e-02 · Portfolio Optimizationa010_t10_s02_b004_l1e-03 · Portfolio Optimizationa010_t10_s02_b004_l1e-04 · Portfolio Optimizationa010_t10_s02_b004_l1e-05 · Portfolio Optimizationa010_t10_s02_b004_l1e-06 · Portfolio Optimizationa010_t10_s02_b004_l5e-04 · Portfolio Optimizationa010_t10_s02_b004_l5e-05 · Portfolio Optimizationa010_t15_orig_b004_l0 · Portfolio Optimizationa010_t15_orig_b004_l1e-02 · Portfolio Optimizationa010_t15_orig_b004_l1e-03 · Portfolio Optimizationa010_t15_orig_b004_l1e-04 · Portfolio Optimizationa010_t15_orig_b004_l1e-05 · Portfolio Optimizationa010_t15_orig_b004_l1e-06 · Portfolio Optimizationa010_t15_orig_b004_l5e-04 · Portfolio Optimizationa010_t15_orig_b004_l5e-05 · Portfolio Optimizationa010_t15_s00_b004_l0 · Portfolio Optimizationa010_t15_s00_b004_l1e-02 · Portfolio Optimizationa010_t15_s00_b004_l1e-03 · Portfolio Optimizationa010_t15_s00_b004_l1e-04 · Portfolio Optimizationa010_t15_s00_b004_l1e-05 · Portfolio Optimizationa010_t15_s00_b004_l1e-06 · Portfolio Optimizationa010_t15_s00_b004_l5e-04 · Portfolio Optimizationa010_t15_s00_b004_l5e-05 · Portfolio Optimizationa010_t15_s01_b004_l0 · Portfolio Optimizationa010_t15_s01_b004_l1e-02 · Portfolio Optimizationa010_t15_s01_b004_l1e-03 · Portfolio Optimizationa010_t15_s01_b004_l1e-04 · Portfolio Optimizationa010_t15_s01_b004_l1e-05 · Portfolio Optimizationa010_t15_s01_b004_l1e-06 · Portfolio Optimizationa010_t15_s01_b004_l5e-04 · Portfolio Optimizationa010_t15_s01_b004_l5e-05 · Portfolio Optimizationa010_t15_s02_b004_l0 · Portfolio Optimizationa010_t15_s02_b004_l1e-02 · Portfolio Optimizationa010_t15_s02_b004_l1e-03 · Portfolio Optimizationa010_t15_s02_b004_l1e-04 · Portfolio Optimizationa010_t15_s02_b004_l1e-05 · Portfolio Optimizationa010_t15_s02_b004_l1e-06 · Portfolio Optimizationa010_t15_s02_b004_l5e-04 · Portfolio Optimizationa010_t15_s02_b004_l5e-05 · Portfolio Optimizationa050_t10_orig_b020_l0 · Portfolio Optimizationa050_t10_orig_b020_l1e-02 · Portfolio Optimizationa050_t10_orig_b020_l1e-03 · Portfolio Optimizationa050_t10_orig_b020_l1e-04 · Portfolio Optimizationa050_t10_orig_b020_l1e-05 · Portfolio Optimizationa050_t10_orig_b020_l1e-06 · Portfolio Optimizationa050_t10_orig_b020_l5e-04 · Portfolio Optimizationa050_t10_orig_b020_l5e-05 · Portfolio Optimizationa050_t10_s00_b020_l0 · Portfolio Optimizationa050_t10_s00_b020_l1e-02 · Portfolio Optimizationa050_t10_s00_b020_l1e-03 · Portfolio Optimizationa050_t10_s00_b020_l1e-04 · Portfolio Optimizationa050_t10_s00_b020_l1e-05 · Portfolio Optimizationa050_t10_s00_b020_l1e-06 · Portfolio Optimizationa050_t10_s00_b020_l5e-04 · Portfolio Optimizationa050_t10_s00_b020_l5e-05 · Portfolio Optimizationa050_t10_s01_b020_l0 · Portfolio Optimizationa050_t10_s01_b020_l1e-02 · Portfolio Optimizationa050_t10_s01_b020_l1e-03 · Portfolio Optimizationa050_t10_s01_b020_l1e-04 · Portfolio Optimizationa050_t10_s01_b020_l1e-05 · Portfolio Optimizationa050_t10_s01_b020_l1e-06 · Portfolio Optimizationa050_t10_s01_b020_l5e-04 · Portfolio Optimizationa050_t10_s01_b020_l5e-05 · Portfolio Optimizationa050_t10_s02_b020_l0 · Portfolio Optimizationa050_t10_s02_b020_l1e-02 · Portfolio Optimizationa050_t10_s02_b020_l1e-03 · Portfolio Optimizationa050_t10_s02_b020_l1e-04 · Portfolio Optimizationa050_t10_s02_b020_l1e-05 · Portfolio Optimizationa050_t10_s02_b020_l1e-06 · Portfolio Optimizationa050_t10_s02_b020_l5e-04 · Portfolio Optimizationa050_t10_s02_b020_l5e-05 · Portfolio Optimizationa050_t15_orig_b020_l0 · Portfolio Optimizationa050_t15_orig_b020_l1e-02 · Portfolio Optimizationa050_t15_orig_b020_l1e-03 · Portfolio Optimizationa050_t15_orig_b020_l1e-04 · Portfolio Optimizationa050_t15_orig_b020_l1e-05 · Portfolio Optimizationa050_t15_orig_b020_l1e-06 · Portfolio Optimizationa050_t15_orig_b020_l5e-04 · Portfolio Optimizationa050_t15_orig_b020_l5e-05 · Portfolio Optimizationa050_t15_s00_b020_l0 · Portfolio Optimizationa050_t15_s00_b020_l1e-02 · Portfolio Optimizationa050_t15_s00_b020_l1e-03 · Portfolio Optimizationa050_t15_s00_b020_l1e-04 · Portfolio Optimizationa050_t15_s00_b020_l1e-05 · Portfolio Optimizationa050_t15_s00_b020_l1e-06 · Portfolio Optimizationa050_t15_s00_b020_l5e-04 · Portfolio Optimizationa050_t15_s00_b020_l5e-05 · Portfolio Optimizationa050_t15_s01_b020_l0 · Portfolio Optimizationa050_t15_s01_b020_l1e-02 · Portfolio Optimizationa050_t15_s01_b020_l1e-03 · Portfolio Optimizationa050_t15_s01_b020_l1e-04 · Portfolio Optimizationa050_t15_s01_b020_l1e-05 · Portfolio Optimizationa050_t15_s01_b020_l1e-06 · Portfolio Optimizationa050_t15_s01_b020_l5e-04 · Portfolio Optimizationa050_t15_s01_b020_l5e-05 · Portfolio Optimizationa050_t15_s02_b020_l0 · Portfolio Optimizationa050_t15_s02_b020_l1e-02 · Portfolio Optimizationa050_t15_s02_b020_l1e-03 · Portfolio Optimizationa050_t15_s02_b020_l1e-04 · Portfolio Optimizationa050_t15_s02_b020_l1e-05 · Portfolio Optimizationa050_t15_s02_b020_l1e-06 · Portfolio Optimizationa050_t15_s02_b020_l5e-04 · Portfolio Optimizationa050_t15_s02_b020_l5e-05 · Portfolio Optimizationfarm · Maximum Independent Setmammalia-kangaroo-interactions · Maximum Independent Setjohnson8-2-4 · Maximum Independent Setibm32 · Maximum Independent Setkarate · Maximum Independent Setfootball · Maximum Independent Setchesapeake · Maximum Independent SetMANN-a9 · Maximum Independent Setaves-sparrow-social · Maximum Independent Setinsecta-ant-colony1-day38 · Maximum Independent Sethamming6-2 · Maximum Independent Sethamming6-4 · Maximum Independent Setsloane_1dc_64 · Maximum Independent Setjohnson8-4-4 · Maximum Independent Setes60fst03 · Maximum Independent Setjohnson16-2-4 · Maximum Independent Setes60fst01 · Maximum Independent SetC125-9 · Maximum Independent Setsloane_1dc_128 · Maximum Independent Setsloane_1zc_128 · Maximum Independent Setsloane_2dc_128 · Maximum Independent Setinsecta-ant-colony3-day09 · Maximum Independent Setes60fst04 · Maximum Independent Setkeller4 · Maximum Independent Setes60fst02 · Maximum Independent Setbrock200-1 · Maximum Independent Setbrock200-2 · Maximum Independent Setbrock200-3 · Maximum Independent Setbrock200-4 · Maximum Independent Setc-fat200-1 · Maximum Independent Setgen200_p0-9_44 · Maximum Independent Setbrock400-1 · Maximum Independent SetC500-9 · Maximum Independent SetR_500_005_1 · Maximum Independent Setbrock800-1 · Maximum Independent Setfrb45-21-3 · Maximum Independent SetR_1000_005_1 · Maximum Independent Sethamming10-4 · Maximum Independent Setfrb50-23-3 · Maximum Independent Setfrb53-24-1 · Maximum Independent Setsocfb-haverford76 · Maximum Independent Setp_hat1500-1 · Maximum Independent Setp_hat1500-3 · Maximum Independent Setfrb59-26-2 · Maximum Independent Setsorrell4 · Maximum Independent Setsorrell7 · Maximum Independent Setsocfb-trinity100 · Maximum Independent Setkeller6 · Maximum Independent SetC4000-5 · Maximum Independent Setfrb100-40 · Maximum Independent Setnetwork05 · Network Designnetwork06 · Network Designnetwork07 · Network Designnetwork08 · Network Designnetwork09 · Network Designnetwork10 · Network Designnetwork11 · Network Designnetwork12 · Network Designnetwork13 · Network Designnetwork14 · Network Designnetwork15 · Network Designnetwork16 · Network Designnetwork17 · Network Designnetwork18 · Network Designnetwork19 · Network Designnetwork20 · Network Designnetwork21 · Network Designnetwork22 · Network Designnetwork23 · Network Designnetwork24 · Network DesignXSH-n20-k4-01 · Vehicle RoutingXSH-n20-k4-02 · Vehicle RoutingXSH-n20-k4-03 · Vehicle RoutingXSH-n20-k4-04 · Vehicle RoutingXSH-n20-k4-05 · Vehicle RoutingXSH-n20-k4-06 · Vehicle RoutingXSH-n20-k4-07 · Vehicle RoutingXSH-n20-k4-08 · Vehicle RoutingXSH-n20-k4-09 · Vehicle RoutingXSH-n20-k4-10 · Vehicle RoutingXSH-n20-k4-11 · Vehicle RoutingXSH-n20-k4-12 · Vehicle RoutingXSH-n20-k4-13 · Vehicle RoutingXSH-n20-k4-14 · Vehicle RoutingXSH-n20-k4-15 · Vehicle RoutingXSH-n20-k4-16 · Vehicle RoutingXSH-n20-k4-17 · Vehicle RoutingXSH-n20-k4-18 · Vehicle RoutingXSH-n20-k4-19 · Vehicle RoutingXSH-n20-k4-20 · Vehicle RoutingXSH-n20-k4-21 · Vehicle RoutingXSH-n20-k4-22 · Vehicle RoutingXSH-n20-k4-23 · Vehicle RoutingXSH-n20-k4-24 · Vehicle RoutingXSH-n20-k4-25 · Vehicle RoutingXSH-n20-k4-26 · Vehicle RoutingXSH-n20-k4-27 · Vehicle RoutingXSH-n20-k4-28 · Vehicle RoutingXSH-n20-k4-29 · Vehicle RoutingXSH-n20-k4-30 · Vehicle RoutingXSH-n20-k4-31 · Vehicle RoutingXSH-n20-k4-32 · Vehicle RoutingXSH-n20-k4-33 · Vehicle RoutingXSH-n20-k4-34 · Vehicle RoutingXSH-n20-k4-35 · Vehicle RoutingXSH-n20-k4-36 · Vehicle RoutingXSH-n20-k4-37 · Vehicle RoutingXSH-n20-k4-38 · Vehicle RoutingXSH-n20-k4-39 · Vehicle RoutingXSH-n20-k4-40 · Vehicle RoutingXSH-n20-k4-41 · Vehicle RoutingXSH-n20-k4-42 · Vehicle RoutingXSH-n20-k4-43 · Vehicle RoutingXSH-n20-k4-44 · Vehicle RoutingXSH-n20-k4-45 · Vehicle RoutingXSH-n20-k4-46 · Vehicle RoutingXSH-n20-k4-47 · Vehicle RoutingXSH-n20-k4-48 · Vehicle RoutingXSH-n20-k4-49 · Vehicle RoutingXSH-n20-k4-50 · Vehicle RoutingXSH-n20-k4-51 · Vehicle RoutingXSH-n20-k4-52 · Vehicle RoutingXSH-n20-k4-53 · Vehicle RoutingXSH-n20-k4-54 · Vehicle RoutingXSH-n20-k4-55 · Vehicle Routingtopology_15_3 · Topology Designtopology_15_4 · Topology Designtopology_20_3 · Topology Designtopology_20_4 · Topology Designtopology_20_5 · Topology Designtopology_25_3 · Topology Designtopology_25_4 · Topology Designtopology_25_5 · Topology Designtopology_25_6 · Topology Designtopology_30_4 · Topology Designtopology_30_5 · Topology Designtopology_30_6 · Topology Designtopology_35_5 · Topology Designtopology_35_6 · Topology Designtopology_40_6 · Topology Designtopology_50_4 · Topology Design
01 Market Split 02 LABS 03 Min. Birkhoff Decomposition 04 Steiner Tree Packing 05 Sports Tournament Scheduling 06 Portfolio Optimization 07 Maximum Independent Set 08 Network Design 09 Vehicle Routing 10 Topology Design
Classical optimal best-known open
Quantum optimal best-known open
Mixed Integer Programming formulations — variables vs. density, with classical / quantum insets (optimal · best-known · open)
Scatter plot of QUBO benchmark instances by number of variables (log scale, horizontal) and constraint density (log scale, vertical), coloured by problem class. 241 of 433 instances plotted are solved to optimality.101001,00010,0000.010.11Number of variables (log)Density (log)ms_03_050_002 · Market Splitms_03_050_005 · Market Splitms_03_050_007 · Market Splitms_03_050_009 · Market Splitms_03_100_001 · Market Splitms_03_100_012 · Market Splitms_03_100_019 · Market Splitms_03_100_022 · Market Splitms_03_200_050 · Market Splitms_03_200_068 · Market Splitms_03_200_161 · Market Splitms_03_200_177 · Market Splitms_04_050_001 · Market Splitms_04_050_003 · Market Splitms_04_050_004 · Market Splitms_04_050_005 · Market Splitms_04_100_003 · Market Splitms_04_100_009 · Market Splitms_04_100_013 · Market Splitms_04_100_015 · Market Splitms_04_200_030 · Market Splitms_04_200_150 · Market Splitms_04_200_174 · Market Splitms_04_200_176 · Market Splitms_05_050_001 · Market Splitms_05_050_002 · Market Splitms_05_050_003 · Market Splitms_05_050_004 · Market Splitms_05_100_003 · Market Splitms_05_100_006 · Market Splitms_05_100_013 · Market Splitms_05_100_015 · Market Splitms_05_200_070 · Market Splitms_05_200_095 · Market Splitms_05_200_180 · Market Splitms_05_200_199 · Market Splitms_06_050_001 · Market Splitms_06_050_002 · Market Splitms_06_050_003 · Market Splitms_06_050_004 · Market Splitms_06_100_002 · Market Splitms_06_100_003 · Market Splitms_06_100_005 · Market Splitms_06_100_010 · Market Splitms_06_200_077 · Market Splitms_06_200_104 · Market Splitms_06_200_240 · Market Splitms_06_200_289 · Market Splitms_07_050_001 · Market Splitms_07_050_002 · Market Splitms_07_050_003 · Market Splitms_07_050_004 · Market Splitms_07_100_002 · Market Splitms_07_100_003 · Market Splitms_07_100_005 · Market Splitms_07_100_006 · Market Splitms_07_200_248 · Market Splitms_07_200_370 · Market Splitms_07_200_398 · Market Splitms_07_200_500 · Market Splitms_08_050_000 · Market Splitms_08_050_001 · Market Splitms_08_050_002 · Market Splitms_08_050_003 · Market Splitms_08_100_000 · Market Splitms_08_100_001 · Market Splitms_08_100_002 · Market Splitms_08_100_003 · Market Splitms_08_200_000 · Market Splitms_08_200_001 · Market Splitms_08_200_002 · Market Splitms_08_200_003 · Market Splitms_09_050_000 · Market Splitms_09_050_001 · Market Splitms_09_050_002 · Market Splitms_09_050_003 · Market Splitms_09_100_000 · Market Splitms_09_100_001 · Market Splitms_09_100_002 · Market Splitms_09_100_003 · Market Splitms_09_200_000 · Market Splitms_09_200_001 · Market Splitms_09_200_002 · Market Splitms_09_200_003 · Market Splitms_10_050_000 · Market Splitms_10_050_001 · Market Splitms_10_050_002 · Market Splitms_10_050_003 · Market Splitms_10_100_000 · Market Splitms_10_100_001 · Market Splitms_10_100_002 · Market Splitms_10_100_003 · Market Splitms_10_200_000 · Market Splitms_10_200_001 · Market Splitms_10_200_002 · Market Splitms_10_200_003 · Market Splitms_11_050_000 · Market Splitms_11_050_001 · Market Splitms_11_050_002 · Market Splitms_11_050_003 · Market Splitms_11_100_000 · Market Splitms_11_100_001 · Market Splitms_11_100_002 · Market Splitms_11_100_003 · Market Splitms_11_200_000 · Market Splitms_11_200_001 · Market Splitms_11_200_002 · Market Splitms_11_200_003 · Market Splitms_12_050_000 · Market Splitms_12_050_001 · Market Splitms_12_050_002 · Market Splitms_12_050_003 · Market Splitms_12_100_000 · Market Splitms_12_100_001 · Market Splitms_12_100_002 · Market Splitms_12_100_003 · Market Splitms_12_200_000 · Market Splitms_12_200_001 · Market Splitms_12_200_002 · Market Splitms_12_200_003 · Market Splitms_13_050_000 · Market Splitms_13_050_001 · Market Splitms_13_050_002 · Market Splitms_13_050_003 · Market Splitms_13_100_000 · Market Splitms_13_100_001 · Market Splitms_13_100_002 · Market Splitms_13_100_003 · Market Splitms_13_200_000 · Market Splitms_13_200_001 · Market Splitms_13_200_002 · Market Splitms_13_200_003 · Market Splitms_14_050_000 · Market Splitms_14_050_001 · Market Splitms_14_050_002 · Market Splitms_14_050_003 · Market Splitms_14_100_000 · Market Splitms_14_100_001 · Market Splitms_14_100_002 · Market Splitms_14_100_003 · Market Splitms_14_200_000 · Market Splitms_14_200_001 · Market Splitms_14_200_002 · Market Splitms_14_200_003 · Market Splitms_15_050_000 · Market Splitms_15_050_001 · Market Splitms_15_050_002 · Market Splitms_15_050_003 · Market Splitms_15_100_000 · Market Splitms_15_100_001 · Market Splitms_15_100_002 · Market Splitms_15_100_003 · Market Splitms_15_200_000 · Market Splitms_15_200_001 · Market Splitms_15_200_002 · Market Splitms_15_200_003 · Market Splitlabs002 · LABSlabs003 · LABSlabs004 · LABSlabs005 · LABSlabs006 · LABSlabs007 · LABSlabs008 · LABSlabs009 · LABSlabs010 · LABSlabs011 · LABSlabs012 · LABSlabs013 · LABSlabs014 · LABSlabs015 · LABSlabs016 · LABSlabs017 · LABSlabs018 · LABSlabs019 · LABSlabs020 · LABSlabs021 · LABSlabs022 · LABSlabs023 · LABSlabs024 · LABSlabs025 · LABSlabs026 · LABSlabs027 · LABSlabs028 · LABSlabs029 · LABSlabs030 · LABSlabs031 · LABSlabs032 · LABSlabs033 · LABSlabs034 · LABSlabs035 · LABSlabs036 · LABSlabs037 · LABSlabs038 · LABSlabs039 · LABSlabs040 · LABSlabs041 · LABSlabs042 · LABSlabs043 · LABSlabs044 · LABSlabs045 · LABSlabs046 · LABSlabs047 · LABSlabs048 · LABSlabs049 · LABSlabs050 · LABSlabs051 · LABSlabs052 · LABSlabs053 · LABSlabs054 · LABSlabs055 · LABSlabs056 · LABSlabs057 · LABSlabs058 · LABSlabs059 · LABSlabs060 · LABSlabs061 · LABSlabs062 · LABSlabs063 · LABSlabs064 · LABSlabs065 · LABSlabs066 · LABSlabs067 · LABSlabs068 · LABSlabs069 · LABSlabs070 · LABSlabs071 · LABSlabs072 · LABSlabs073 · LABSlabs074 · LABSlabs075 · LABSlabs076 · LABSlabs077 · LABSlabs078 · LABSlabs079 · LABSlabs080 · LABSlabs081 · LABSlabs082 · LABSlabs083 · LABSlabs084 · LABSlabs085 · LABSlabs086 · LABSlabs087 · LABSlabs088 · LABSlabs089 · LABSlabs090 · LABSlabs091 · LABSlabs092 · LABSlabs093 · LABSlabs094 · LABSlabs095 · LABSlabs096 · LABSlabs097 · LABSlabs098 · LABSlabs099 · LABSlabs100 · LABSa010_t10_orig_b004_l0 · Portfolio Optimizationa010_t10_orig_b004_l1e-02 · Portfolio Optimizationa010_t10_orig_b004_l1e-03 · Portfolio Optimizationa010_t10_orig_b004_l1e-04 · Portfolio Optimizationa010_t10_orig_b004_l1e-05 · Portfolio Optimizationa010_t10_orig_b004_l1e-06 · Portfolio Optimizationa010_t10_orig_b004_l5e-04 · Portfolio Optimizationa010_t10_orig_b004_l5e-05 · Portfolio Optimizationa010_t10_s00_b004_l0 · Portfolio Optimizationa010_t10_s00_b004_l1e-02 · Portfolio Optimizationa010_t10_s00_b004_l1e-03 · Portfolio Optimizationa010_t10_s00_b004_l1e-04 · Portfolio Optimizationa010_t10_s00_b004_l1e-05 · Portfolio Optimizationa010_t10_s00_b004_l1e-06 · Portfolio Optimizationa010_t10_s00_b004_l5e-04 · Portfolio Optimizationa010_t10_s00_b004_l5e-05 · Portfolio Optimizationa010_t10_s01_b004_l0 · Portfolio Optimizationa010_t10_s01_b004_l1e-02 · Portfolio Optimizationa010_t10_s01_b004_l1e-03 · Portfolio Optimizationa010_t10_s01_b004_l1e-04 · Portfolio Optimizationa010_t10_s01_b004_l1e-05 · Portfolio Optimizationa010_t10_s01_b004_l1e-06 · Portfolio Optimizationa010_t10_s01_b004_l5e-04 · Portfolio Optimizationa010_t10_s01_b004_l5e-05 · Portfolio Optimizationa010_t10_s02_b004_l0 · Portfolio Optimizationa010_t10_s02_b004_l1e-02 · Portfolio Optimizationa010_t10_s02_b004_l1e-03 · Portfolio Optimizationa010_t10_s02_b004_l1e-04 · Portfolio Optimizationa010_t10_s02_b004_l1e-05 · Portfolio Optimizationa010_t10_s02_b004_l1e-06 · Portfolio Optimizationa010_t10_s02_b004_l5e-04 · Portfolio Optimizationa010_t10_s02_b004_l5e-05 · Portfolio Optimizationa010_t15_orig_b004_l0 · Portfolio Optimizationa010_t15_orig_b004_l1e-02 · Portfolio Optimizationa010_t15_orig_b004_l1e-03 · Portfolio Optimizationa010_t15_orig_b004_l1e-04 · Portfolio Optimizationa010_t15_orig_b004_l1e-05 · Portfolio Optimizationa010_t15_orig_b004_l1e-06 · Portfolio Optimizationa010_t15_orig_b004_l5e-04 · Portfolio Optimizationa010_t15_orig_b004_l5e-05 · Portfolio Optimizationa010_t15_s00_b004_l0 · Portfolio Optimizationa010_t15_s00_b004_l1e-02 · Portfolio Optimizationa010_t15_s00_b004_l1e-03 · Portfolio Optimizationa010_t15_s00_b004_l1e-04 · Portfolio Optimizationa010_t15_s00_b004_l1e-05 · Portfolio Optimizationa010_t15_s00_b004_l1e-06 · Portfolio Optimizationa010_t15_s00_b004_l5e-04 · Portfolio Optimizationa010_t15_s00_b004_l5e-05 · Portfolio Optimizationa010_t15_s01_b004_l0 · Portfolio Optimizationa010_t15_s01_b004_l1e-02 · Portfolio Optimizationa010_t15_s01_b004_l1e-03 · Portfolio Optimizationa010_t15_s01_b004_l1e-04 · Portfolio Optimizationa010_t15_s01_b004_l1e-05 · Portfolio Optimizationa010_t15_s01_b004_l1e-06 · Portfolio Optimizationa010_t15_s01_b004_l5e-04 · Portfolio Optimizationa010_t15_s01_b004_l5e-05 · Portfolio Optimizationa010_t15_s02_b004_l0 · Portfolio Optimizationa010_t15_s02_b004_l1e-02 · Portfolio Optimizationa010_t15_s02_b004_l1e-03 · Portfolio Optimizationa010_t15_s02_b004_l1e-04 · Portfolio Optimizationa010_t15_s02_b004_l1e-05 · Portfolio Optimizationa010_t15_s02_b004_l1e-06 · Portfolio Optimizationa010_t15_s02_b004_l5e-04 · Portfolio Optimizationa010_t15_s02_b004_l5e-05 · Portfolio Optimizationa050_t10_orig_b020_l0 · Portfolio Optimizationa050_t10_orig_b020_l1e-02 · Portfolio Optimizationa050_t10_orig_b020_l1e-03 · Portfolio Optimizationa050_t10_orig_b020_l1e-04 · Portfolio Optimizationa050_t10_orig_b020_l1e-05 · Portfolio Optimizationa050_t10_orig_b020_l1e-06 · Portfolio Optimizationa050_t10_orig_b020_l5e-04 · Portfolio Optimizationa050_t10_orig_b020_l5e-05 · Portfolio Optimizationa050_t10_s00_b020_l0 · Portfolio Optimizationa050_t10_s00_b020_l1e-02 · Portfolio Optimizationa050_t10_s00_b020_l1e-03 · Portfolio Optimizationa050_t10_s00_b020_l1e-04 · Portfolio Optimizationa050_t10_s00_b020_l1e-05 · Portfolio Optimizationa050_t10_s00_b020_l1e-06 · Portfolio Optimizationa050_t10_s00_b020_l5e-04 · Portfolio Optimizationa050_t10_s00_b020_l5e-05 · Portfolio Optimizationa050_t10_s01_b020_l0 · Portfolio Optimizationa050_t10_s01_b020_l1e-02 · Portfolio Optimizationa050_t10_s01_b020_l1e-03 · Portfolio Optimizationa050_t10_s01_b020_l1e-04 · Portfolio Optimizationa050_t10_s01_b020_l1e-05 · Portfolio Optimizationa050_t10_s01_b020_l1e-06 · Portfolio Optimizationa050_t10_s01_b020_l5e-04 · Portfolio Optimizationa050_t10_s01_b020_l5e-05 · Portfolio Optimizationa050_t10_s02_b020_l0 · Portfolio Optimizationa050_t10_s02_b020_l1e-02 · Portfolio Optimizationa050_t10_s02_b020_l1e-03 · Portfolio Optimizationa050_t10_s02_b020_l1e-04 · Portfolio Optimizationa050_t10_s02_b020_l1e-05 · Portfolio Optimizationa050_t10_s02_b020_l1e-06 · Portfolio Optimizationa050_t10_s02_b020_l5e-04 · Portfolio Optimizationa050_t10_s02_b020_l5e-05 · Portfolio Optimizationa050_t15_orig_b020_l0 · Portfolio Optimizationa050_t15_orig_b020_l1e-02 · Portfolio Optimizationa050_t15_orig_b020_l1e-03 · Portfolio Optimizationa050_t15_orig_b020_l1e-04 · Portfolio Optimizationa050_t15_orig_b020_l1e-05 · Portfolio Optimizationa050_t15_orig_b020_l1e-06 · Portfolio Optimizationa050_t15_orig_b020_l5e-04 · Portfolio Optimizationa050_t15_orig_b020_l5e-05 · Portfolio Optimizationa050_t15_s00_b020_l0 · Portfolio Optimizationa050_t15_s00_b020_l1e-02 · Portfolio Optimizationa050_t15_s00_b020_l1e-03 · Portfolio Optimizationa050_t15_s00_b020_l1e-04 · Portfolio Optimizationa050_t15_s00_b020_l1e-05 · Portfolio Optimizationa050_t15_s00_b020_l1e-06 · Portfolio Optimizationa050_t15_s00_b020_l5e-04 · Portfolio Optimizationa050_t15_s00_b020_l5e-05 · Portfolio Optimizationa050_t15_s01_b020_l0 · Portfolio Optimizationa050_t15_s01_b020_l1e-02 · Portfolio Optimizationa050_t15_s01_b020_l1e-03 · Portfolio Optimizationa050_t15_s01_b020_l1e-04 · Portfolio Optimizationa050_t15_s01_b020_l1e-05 · Portfolio Optimizationa050_t15_s01_b020_l1e-06 · Portfolio Optimizationa050_t15_s01_b020_l5e-04 · Portfolio Optimizationa050_t15_s01_b020_l5e-05 · Portfolio Optimizationa050_t15_s02_b020_l0 · Portfolio Optimizationa050_t15_s02_b020_l1e-02 · Portfolio Optimizationa050_t15_s02_b020_l1e-03 · Portfolio Optimizationa050_t15_s02_b020_l1e-04 · Portfolio Optimizationa050_t15_s02_b020_l1e-05 · Portfolio Optimizationa050_t15_s02_b020_l1e-06 · Portfolio Optimizationa050_t15_s02_b020_l5e-04 · Portfolio Optimizationa050_t15_s02_b020_l5e-05 · Portfolio Optimizationfarm · Maximum Independent Setmammalia-kangaroo-interactions · Maximum Independent Setjohnson8-2-4 · Maximum Independent Setibm32 · Maximum Independent Setkarate · Maximum Independent Setfootball · Maximum Independent Setchesapeake · Maximum Independent SetMANN-a9 · Maximum Independent Setaves-sparrow-social · Maximum Independent Setinsecta-ant-colony1-day38 · Maximum Independent Sethamming6-2 · Maximum Independent Sethamming6-4 · Maximum Independent Setsloane_1dc_64 · Maximum Independent Setjohnson8-4-4 · Maximum Independent Setes60fst03 · Maximum Independent Setjohnson16-2-4 · Maximum Independent Setes60fst01 · Maximum Independent SetC125-9 · Maximum Independent Setsloane_1dc_128 · Maximum Independent Setsloane_1zc_128 · Maximum Independent Setsloane_2dc_128 · Maximum Independent Setinsecta-ant-colony3-day09 · Maximum Independent Setes60fst04 · Maximum Independent Setkeller4 · Maximum Independent Setes60fst02 · Maximum Independent Setbrock200-1 · Maximum Independent Setbrock200-2 · Maximum Independent Setbrock200-3 · Maximum Independent Setbrock200-4 · Maximum Independent Setc-fat200-1 · Maximum Independent Setgen200_p0-9_44 · Maximum Independent Setbrock400-1 · Maximum Independent SetC500-9 · Maximum Independent SetR_500_005_1 · Maximum Independent Setbrock800-1 · Maximum Independent Setfrb45-21-3 · Maximum Independent SetR_1000_005_1 · Maximum Independent Sethamming10-4 · Maximum Independent Setfrb50-23-3 · Maximum Independent Setfrb53-24-1 · Maximum Independent Setsocfb-haverford76 · Maximum Independent Setp_hat1500-1 · Maximum Independent Setp_hat1500-3 · Maximum Independent Setfrb59-26-2 · Maximum Independent Setsorrell4 · Maximum Independent Setsorrell7 · Maximum Independent Setsocfb-trinity100 · Maximum Independent Setkeller6 · Maximum Independent SetC4000-5 · Maximum Independent Setfrb100-40 · Maximum Independent Set
01 Market Split 02 LABS 06 Portfolio Optimization 07 Maximum Independent Set
Classical optimal best-known open
Quantum optimal best-known open
QUBO formulations — variables vs. density, with classical / quantum insets (optimal · best-known · open)

Classical Solved (optimal) Matches best-known Open
Quantum Solved (optimal) Matches best-known Open
01
Market Split
Multi-dimensional Subset Sum

These instances stress multi-constraint subset-sum structure, where feasibility is easy to state but difficult to certify at useful sizes.

Classical
Quantum
Binary 20–140 vars QUBO / ILP 156 inst.
02
LABS
Low Autocorrelation Binary Sequences

LABS is a canonical spin benchmark with direct links to communications, radar, and cryptography, and it becomes harder as sequence length grows.

Classical
Quantum
Binary 2–100 vars QUBO 99 inst.
03
Min. Birkhoff Decomposition
Doubly Stochastic Matrix Decomposition

Minimum Birkhoff decomposition links assignment structure, sparse representation, and quantum physics applications through a hard cardinality objective.

Classical
Quantum
Binary + Integer 3–100 vars MIP / QUBO 375 inst.
04
Steiner Tree Packing
VLSI Design / Wire Routing

Steiner tree packing models wire-routing pressure in VLSI-style grids, where many connection demands must coexist without conflicts.

Classical
Quantum
Binary 16–2,601,600 vars ILP / QUBO 190 inst.
05
Sports Tournament Scheduling
Constraint Satisfaction / Scheduling

Sports timetabling captures realistic constraint interactions from round-robin tournaments, with instances selected for diversity and difficulty.

Classical
Quantum
Binary 408–16,680 vars ILP / QUBO 249 inst.
06
Portfolio Optimization
Multi-period with Transaction Costs & Short Selling

Portfolio instances add transaction costs, short selling, borrowing costs, and time coupling to a familiar financial optimization model.

Classical
Quantum
Binary + Continuous 711–4,666 vars MIQP / QUBO 44 inst.
07
Maximum Independent Set
Unweighted MIS on Hard Graphs

Maximum independent set is a fundamental graph problem with compact QUBO structure and hard instances from social, biological, and benchmark graphs.

Classical
Quantum
Binary 17–4,000 vars QUBO 50 inst.
08
Network Design
Telecommunications Network Planning

Network design represents traffic-routing and degree-constrained infrastructure planning, with objective values tied to congestion.

Classical
Quantum
Binary 101–13,249 vars ILP / QUBO 20 inst.
09
Vehicle Routing
VRP with Time Windows + Capacity

Vehicle routing combines route selection, capacity, and time-window pressure, reflecting core logistics and mobility applications.

Classical
Quantum
Binary 441–441 vars ILP / QUBO 55 inst.
10
Topology Design
Graph Golf / Node-Degree-Diameter Problem

Topology design asks for low-diameter graphs under degree limits, a concise model for communication latency and network architecture.

Classical
Quantum
Binary 22,261–3,003,701 vars QUBO / ILP 26 inst.